hara.math.stats.normality — hara/math 3.0.6

anderson-darling clj

(anderson-darling arr)

Performs the Anderson-Darling test for normality

(anderson-darling [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.]) => 2.1947640982019347

cramer-vonmises clj

(cramer-vonmises arr)

Performs the Cramer-vonMises test for normality

(cramer-vonmises [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.]) => 0.3625667515860767

jarque-bera clj

(jarque-bera arr)

Performs the Jarque-Bera test for normality

(jarque-bera [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.]) => 2.1669737339380206

kolmogorov-lilliefors clj

(kolmogorov-lilliefors arr)

Performs the Kolmogorov-Lilliefors test for normality

(-> [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.] kolmogorov-lilliefors) => 0.3515941066052153

kolmogorov-smirnov clj

(kolmogorov-smirnov arr)

Performs the Kolmogorov-Smirnov test for normality

(-> [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.] (kolmogorov-smirnov) seq) => [0.5 7.868992957994292E-4]

shapiro-francia clj

(shapiro-francia arr)

Performs the Shapiro-Francia test for normality

(-> [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.] shapiro-francia) => 0.6756836312861318

shapiro-wilk clj

(shapiro-wilk arr)

Performs the Shapiro-Wilk test for normality

(-> [0. 0. 0. 0. 0. 0. 0. 100. 100. 100. 100. 100. 100.] shapiro-wilk) => 0.6457043943928288